sandialabs / tbnnLinks
This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).
☆42Updated 7 years ago
Alternatives and similar repositories for tbnn
Users that are interested in tbnn are comparing it to the libraries listed below
Sorting:
- Data-driven Reynolds stress modeling with physics-informed machine learning☆95Updated 6 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 4 years ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated last year
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆29Updated last year
- In computational fluid dynamics (CFD), the SIMPLE algorithm is a widely used numerical procedure to solve the Navier–Stokes equations. SI…☆16Updated 4 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆38Updated 10 years ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆33Updated 2 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- ☆19Updated 7 years ago
- MODULO (MODal mULtiscale pOd) is a software developed at the von Karman Institute to perform Multiscale Modal Analysis of numerical and e…☆94Updated last week
- RBniCS - reduced order modelling in FEniCS (legacy)☆113Updated 8 months ago
- Solves RANS-equations for fully developed turbulent channel flow with variable properties☆45Updated 2 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆48Updated 2 years ago
- Examples for Nek5000☆39Updated 4 years ago
- An array of fluid solver codes, including Projection, Pseudo-Spectral (FFT), Lattice Boltzmann, and the Panel Method with implementations…☆37Updated 4 months ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆44Updated last year
- A Python package for spectral proper orthogonal decomposition (SPOD).☆114Updated 3 weeks ago
- A synthetic, isotropic turbulence generator for constant density flows that enforces the discrete divergence-free condition.☆51Updated 5 years ago
- Python tool to genreate 2D meshes around airfoils☆43Updated 7 months ago
- The repository contains the codes linked to the SPICY project (Super-resolution and Pressure from Image Velocimetry)☆12Updated last week
- Flow Physics and Aeroacoustics Toolbox with Python☆31Updated 5 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆22Updated 2 years ago
- Course materials from Large-Eddy Simulation of Turbulent Flows☆54Updated 6 years ago
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- Matlab code for the spectral analysis of homogenous isotropic turbulence☆54Updated 13 years ago
- We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given t…☆35Updated 3 years ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆32Updated 5 years ago
- Pythonic spectral proper orthogonal decomposition☆45Updated 3 years ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- ☆22Updated 4 years ago